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SENIOR RESEARCHER - AI DRIVEN 3D VIDEO TECHNOLOGIES

Descripción de la oferta de empleo

Since the last decade, the video research community is strongly focusing on three-dimensional and immersive technologies. Concepts such as VR, AR and, more in general, XR are becoming strongly present in our daily life and the tech industry is following such a trend. We are indeed witnessing the spreading of words such as volumetric video, 3D reconstruction and holoportation, technologies that are facing a considerable boost in their developments thanks to the integration of neural network based video compression, AI based enhancement algorithms and neural rendering, among others. Instances of this integration are autoencoders for point cloud compression, AI driven supersampling and occlusions removals, AI based camera calibration, Neural Radiance Fields (NeRF) for the AI based generation of free viewpoint video.
i2CAT (Barcelona, Spain) is opening a Senior Researcher position to advance in the research field of AI driven 3D Video technologies. The research will be focusing on the design and development of AI based technologies for 3D and volumetric video. Particular importance will be given to i) neural based volumetric video compression (autoencoders, CNN, DNN for 3D video compression); ii) AI 3D improvement techniques (i.e. DLSS, de/relighting; iii) AI driven 3D Reconstruction (occlusions removal, camera calibration, NeRF).
The ideal candidate masters one, or more, of the following research fields:
Image and Video Acquisition and Processing
2D and Volumetric Video Compression (particularly relevant if point clouds)
3D video reconstruction and camera calibration
And at least one, or more, of the following fields
AI and Neural based based 2D and 3D video compression techniques
AI based 3D video enhancement techniques (i.e. supersampling, re-lighting)
AI based 3D Reconstruction techniques (i.e. occlusions removal, camera calibration)
Neural Randiance Fields (NeRF)
It is expected that the work to be carried out will result in high-quality prototypes, scientific publications and even potentially standard-compliant contributions. The candidate will be integrated with an experienced cross-disciplinary team, and will closely interact with relevant industry and academic partners under the umbrella of national and European projects.
Candidates should prove an experienced track record of publications, and ideally participation in research and industry projects.
Other relevant requirements include:
Programming skills (Unity, C#, C++, Python)
Hardware and electronics skills (RGBD and/or lightfield cameras knowledge)
English professional proficiency
Writing and presenting skills
Communication skills
Team work, and supervision of team members
Who we are:
The i2CAT Foundation is a non-profit research and innovation center that promotes mission-driven R&D activities on advanced Internet architectures, applications, and services. More than 15 years of international research define our expertise in the fields of 5G, IoT, VR, and Immersive Technologies, Cybersecurity, Blockchain, AI, and Digital Social Innovation. The center partners with companies, public administration, academia, and end-users to leverage this knowledge in order to meet real social and business challenges.
The greatest value of i2CAT is the talent of the people who make up our human team. We enjoy a team of people from more than 13 different nationalities and work every day to create and foster a work environment where we all feel comfortable creating, innovating and growing.
Want to know more? Visit our webpage! www.i2cat.net
What do we offer?
Work from our offices or from home, whichever works best for you. We ask for two days in person at the office to coordinate with the rest of the team.
This is a full-time vacancy
We have a flexible work schedule respecting your work-life balance
Reduced working hours on Fridays and in July and August
Fix + variable salary
Optional benefits: Travel pass, restaurant vouchers, nursery services support, medical insurance
Annual leave of 25 working days (the usual 22 + 3 additional ones)
Discount for the UPC gym
We have fruit in the office to promote a healthy lifestyle
If you are interested, you can participate in events of your sector.
You will work with a laptop. You can choose your operative system, Mac, Linux or Windows.
You can develop your own and personal training programme with our support
We will work so that you have a career plan to promote your growth and development.
Where will you do it?
At i2CAT we already have an established ‘work-from-home’ policy for some time. You can work from home or from the office, whichever suits you best. We expect that you attend the office two days per week: one to stay connected with your team and another one to engage with other colleagues
If you decide to come to the office, we are located in Zona Universitària, next to the Campus Nord of the UPC, within a multidisciplinary and multicultural environment. It is a very well-connected area (metro, tram, bus) with bars and restaurants around.
Our offices are designed with an open-office concept where everything is light and transparency. We have a variety of workspaces so that you don't have to be at the same table all day.

i2CAT is an organization committed to equal opportunities. That is why we seek to increase the number of women in those areas where they are underrepresented, and therefore explicitly encourage female candidates to apply.
I2CAT is an organization committed to creating an environment where we celebrate diversity, and where we provide the dedicated support that our employees need, regardless of their disability.
If what you have read sounds good to you... let’s have a coffee and we will tell you more!
In case you liked it, but it is not your job offer, you may know someone else who fits perfectly and whom you would like to recommend!
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Detalles de la oferta

Empresa
  • Fundació i2cat
Localidad
Dirección
  • Sin especificar - Sin especificar
Tipo de Contrato
  • Sin especificar
Fecha de publicación
  • 16/09/2022
Fecha de expiración
  • 14/12/2022
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